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Episode 31: Rethinking Data Science, Machine Learning, and AI

Vanishing Gradients

CHAPTER

Rethinking Data Science: Insights from Experience

In this chapter, the speaker shares their journey from New York to the Netherlands, highlighting their educational background in design engineering and math. They emphasize the significance of applying practical experience in data science and the potential pitfalls of overvaluing statistical models without contextual understanding. Through anecdotes and discussions on evolving data science practices, they advocate for a more pragmatic approach to metrics and real-world applications.

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